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A prescriptive template for building large MCP servers (20+ tools) organized as a tiered catalog with a broker, exposing exactly 7 tools to AI clients regardless of catalog size.

An MCP server that lets Claude (or any MCP client) manage GitHub branch protection rulesets programmatically.

Buy proxies from Claude & AI agents — hosted MCP server for SotaProxy (residential, ISP, IPv4/IPv6, mobile). Quote-first, prepaid balance, 18 tools.

MCP server for managing chemical inventory with SQLite. Enables search, detail view, stock deduction, usage history, and communication testing.

Enables semantic search over local markdown documentation by indexing files and ranking results using vector similarity and BM25 fusion.

Auditra is a free WordPress plugin that lets an AI assistant like Claude read everything about your site's plugins — installed, deleted, and forgotten — and answer your questions about them in plain English.

Enables recall of promoted team and org knowledge from GitHub repositories via Claude.ai, supporting search and status checks.

Persistent shared knowledge graph memory for AI agents via MCP — built for kagent, compatible with any MCP-capable agent framework

Enables querying and retrieving bacterial and viral genomic data, features, antimicrobial resistance, and epitopes from the BV-BRC API using natural language.

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

Hosted MCP server that exposes your self-hosted Bugsink error tracker as tools for LLMs, enabling issue management, release tracking, and stacktrace retrieval via chat prompts.

A mail service that connects private domain email to MCP clients, enabling sending (with auto signature), receiving, and reading emails through natural language via stdio or SSE transport.

This is an MCP server deployed on Cloudflare Workers with OAuth authentication, enabling remote MCP clients to connect and use tools.

Incident forensic with log files analyzing

An MCP server for Unsloth, a library that dramatically improves large language model fine-tuning efficiency by reducing VRAM usage and training time. The server provides tools for checking Unsloth installation, listing supported models, loading models, fine-tuning, text generation, and model export, with optimizations like 4-bit quantization and extended context length support for models like Llama, Mistral, and Phi.

Evidence-grounded biomedical retrieval and summarization through the Model Context Protocol, enabling queries for biomedical evidence with citation-backed results.

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An open source seawater desalination plant cyber range for Saudi Arabia, aligned to the NCA OTCC, with a live process simulation, MITRE ATT&CK for ICS scenarios and an MCP server.

This MCP server provides UV index information for South Korean cities and districts, sourced from the Ministry of the Interior and Safety's living safety map, enabling filtered lookups by region and returning index values with occurrence times.